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Article
Texture compensation with multi-scale dilated residual blocks for image denoising
Deep convolutional neural networks have achieved great success for image denoising recently. However, increasing the depth of the neural network cannot significantly boost the performance of the algorithms for...
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Article
3D palmprint recognition using complete block wise descriptor
Recent years have witnessed a growing interesting in develo** automatic 3D palmprint recognition systems. The key problem of 3D palmprint recognition is to contrive an effective representation. In this paper...
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Chapter and Conference Paper
FSIS: Fast and Seamless Image Stitching of High-Resolution Dunhuang Murals
Digital processing of Dunhuang murals is important for the permanent and real preservation of precious cultural relics information. The image stitching is one of the key and challenge steps to obtain complete ...
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Chapter and Conference Paper
HaGAN: Hierarchical Attentive Adversarial Learning for Task-Oriented Dialogue System
Task-oriented dialogue system is commonly formulated as a reinforcement learning problem. A reward served as a learning objective is offered at the end of the generated dialogue to help optimize the system. A...
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Article
3D palmprint recognition using shape index representation and fragile bits
Recent years have witnessed a growing interesting in develo** automatic palmprint recognition methods. Most of the previous works have concentrated on two dimensional (2D) palmprint recognition in the past d...
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Chapter and Conference Paper
Learning Local Feature Descriptors with Quadruplet Ranking Loss
In this work, we propose a novel deep convolutional neural network (CNN) with quadruplet ranking loss to learn local feature descriptors. The proposed model receives quadruplets of two corresponding patches an...
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Article
MSKD: multi-split KD-tree design on GPU
We present a novel parallel acceleration structure construction and traversal algorithm designed to efficiently exploit the massive parallel computing cores on the Graphic Processing Unit(GPU) to improve the r...
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Article
Color boosted visual saliency detection and its application to image classification
For many applications in graphics, design and human computer interaction, it is essential to reliably estimate the visual saliency of images. In this paper, we propose a visual saliency detection method that c...
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Chapter and Conference Paper
A Non-local Method for Robust Noisy Image Completion
The problem of noisy image completion refers to recovering an image from a random subset of its noisy intensities. In this paper, we propose a non-local patch-based algorithm to settle the noisy image completi...
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Chapter and Conference Paper
A Surface Errors Locator System for Ancient Culture Preservation
We present a novel system to find the surface errors for preservation and reappearance of cultural relic image better. Our approach firstly transforms images to HSL color space in accord with human vision and ...
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Chapter and Conference Paper
Graph Based Energy for Active Object Removal
In this paper, we present a system for completing the blank hole in an image list or a video sequence, which can be used in movie-making industry to produce some special montage effect. To achieve this, we app...
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Chapter and Conference Paper
An Improved Foreground Extraction Approach
This paper describes an approach to expose the salient visual information from raw sensory data stream. At first, a general framework of media application is introduced. Then, based on the implementation of an...
